Evidence map›Paper›PMID 40770018›Full record

ArticleScientific reports2025

In silico decrypting of the bystander effect in antibody-drug conjugates for breast cancer therapy.

Víctor L Cruz, Jorge Duro-Sánchez, Emma Franco-Mateos, Laura García-Estévez, José Pérez-García, María Gion, Laia Garrigós, Patricia Cortez, Cristina Saavedra, Patricia Gómez and 5 more

Abstract read
In one paragraph

Article in Scientific reports, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 4 papers.

0numbers the graph read from it
0cells of the map it votes in
4citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

4 citing papers in PubMed.

  1. Antibody-drug conjugate engineering: from design to efficacy and safety.Signal transduction and targeted therapy · 2026
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  2. Article
  3. Review
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4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

15 authors.

Víctor L CruzBIOPHYM, Departamento de Física Macromolecular, Instituto de Estructura de la Materia, IEM-CSIC, Madrid, Spain.
Jorge Duro-SánchezBIOPHYM, Departamento de Física Macromolecular, Instituto de Estructura de la Materia, IEM-CSIC, Madrid, Spain.
Emma Franco-MateosBIOPHYM, Departamento de Física Macromolecular, Instituto de Estructura de la Materia, IEM-CSIC, Madrid, Spain.
Laura García-EstévezBreast Cancer Department, MD Anderson Cancer Center, Madrid, Spain.
José Pérez-GarcíaInternational Breast Cancer Center (IBCC), Pangea Oncology, Quironsalud Group, Barcelona, Spain.
María GionMedical Oncology Department, Ramón y Cajal University Hospital, Madrid, Spain.
Laia GarrigósInternational Breast Cancer Center (IBCC), Pangea Oncology, Quironsalud Group, Barcelona, Spain.
Patricia CortezIOB Madrid, Institute of Oncology, Beata Maria Ana Hospital, Madrid, Spain.
Cristina SaavedraMedical Oncology Department, Ramón y Cajal University Hospital, Madrid, Spain.
Patricia GómezInternational Breast Cancer Center (IBCC), Pangea Oncology, Quironsalud Group, Barcelona, Spain.
Carolina OrtizInternational Breast Cancer Center (IBCC), Pangea Oncology, Quironsalud Group, Barcelona, Spain.
Arantxa AguinagaldeIOB Madrid, Institute of Oncology, Beata Maria Ana Hospital, Madrid, Spain.
Javier RamosBIOPHYM, Departamento de Física Macromolecular, Instituto de Estructura de la Materia, IEM-CSIC, Madrid, Spain.
Javier CortésBreast Cancer Department, MD Anderson Cancer Center, Madrid, Spain. javier.cortes@maj3.health.
Juan F VegaBIOPHYM, Departamento de Física Macromolecular, Instituto de Estructura de la Materia, IEM-CSIC, Madrid, Spain. jf.vega@csic.es.

Funding

Consejo Superior de Investigaciones Científicas PIE202250E035; PIE202350E113
6 · The paper itself

Abstract

Antibody-Drug Conjugates (ADCs) are a promising cancer treatment that deliver toxic drugs directly to cancer cells, reducing harm to healthy tissue. A key feature of newer ADCs is the "bystander effect," in which nearby cancer cells are also affected by passive diffusion. However, the mechanisms underlying this effect remain unclear. Using computer simulations, this study investigates how the drug's ionization state and the linker connecting it to the antibody influence its ability to cross cell membranes. The results show that the ionization state of the drug impacts its membrane permeability, as charged molecules encounter resistance when moving through the membrane's hydrophobic core. Moreover, the study reveals that the linker increases the drug's overall size and hydrophobicity, thereby hindering its diffusion to adjacent cells. This finding suggests that linker design can significantly influence the efficacy of antibody-drug conjugates (ADCs) by limiting their ability to reach neighboring cancer cells. These insights enhance our understanding of ADC mechanisms and provide a valuable foundation for the optimization of next-generation ADC therapies targeting breast cancer.

Indexed as

Antineoplastic AgentsBreast NeoplasmsBystander EffectImmunoconjugatesCell Membrane PermeabilityComputer SimulationFemaleHumansHydrophobic and Hydrophilic InteractionsAntineoplastic AgentsImmunoconjugatesAntibody–drug conjugatesBystander effectLinker designMolecular dynamics simulationsPayload ionization and membrane permeability

Identifiers

PMID40770018
PMCPMC12328607

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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.